Fault Diagnosis of a Switch Machine to Prevent High-Speed Railway Accidents Combining Bi-Directional Long Short-Term Memory with the Multiple Learning Classification Based on Associations Model

Fault Diagnosis of a Switch Machine to Prevent High-Speed Railway Accidents Combining Bi-Directional Long Short-Term Memory with the Multiple Learning Classification Based on Associations Model

The fault diagnosis of a switch machine is vital for high-speed railway operations because switch machines play an important role in the safe operation of high-speed railways, which often have faults because of their complicated working conditions. To improve the accuracy of turnout fault diagnosis...

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Bibliographic Details
Main Authors: Haixiang Lin, Nana Hu, Ran Lu, Tengfei Yuan, Zhengxiang Zhao, Wansheng Bai, Qi Lin
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Machines
Subjects:
high-speed railway
switch machine
fault diagnosis
text data
BiLSTM and MLCBA
Online Access:https://www.mdpi.com/2075-1702/11/11/1027

Internet

https://www.mdpi.com/2075-1702/11/11/1027

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